{"id":"W3001500463","doi":"10.1101/2020.01.21.911859","title":"A Connectome of the Adult <i>Drosophila</i> Central Brain","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Connectome; Computer science; Biological neural network; Connectomics; Set (abstract data type); Neuroscience; Drosophila melanogaster; Neuronal circuits; Artificial intelligence; Theoretical computer science; Machine learning; Biology; Functional connectivity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008458965,0.000163338,0.0001529182,0.001325934,0.0002864595,0.0004743273,0.0002049958,0.0002011856,0.005756026],"category_scores_gemma":[0.0003051106,0.0001384693,0.0001855549,0.001498827,0.0002468826,0.0004453402,0.0003925758,0.0002799373,0.0009783487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695493,"about_ca_system_score_gemma":0.0001863439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003882211,"about_ca_topic_score_gemma":0.006247959,"domain_scores_codex":[0.9999288,0.000006607546,0.000003872732,0.00002873046,0.00002249358,0.000009452378],"domain_scores_gemma":[0.9997922,0.00004388485,0.00005336573,0.00003277952,0.00004865641,0.00002916111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006073663,0.00004474717,0.06942443,0.00108984,0.0002293452,0.0016287,0.0009184422,0.00880988,0.6517864,0.03127695,0.07508657,0.1590973],"study_design_scores_gemma":[0.00004582337,0.0001253251,0.6859632,0.0002092898,0.0001730991,0.002811542,0.0006407824,0.02648783,0.06426335,0.03369272,0.1854849,0.0001021954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816101,0.002761563,0.02568186,0.00218192,0.00009179803,0.00005730829,0.0684607,0.001455293,0.0176996],"genre_scores_gemma":[0.8616719,0.002234613,0.04293392,0.000563492,0.0001159252,0.0001857946,0.08227719,0.0005472375,0.009469869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005756026,"threshold_uncertainty_score":0.01925582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532568541591913,"score_gpt":0.2457847737487293,"score_spread":0.2204590883328102,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}